package org.example.yuaiagent.rag;

import jakarta.annotation.Resource;
import lombok.extern.slf4j.Slf4j;
import org.springframework.ai.document.Document;
import org.springframework.ai.embedding.EmbeddingModel;
import org.springframework.ai.vectorstore.SimpleVectorStore;
import org.springframework.ai.vectorstore.VectorStore;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

import java.util.List;

/**
 * 基于内存的向量数据库配置
 */
@Configuration
@Slf4j
public class TravelAppVectorStoreConfig {
    @Resource
     private TravelAppDocumentLoader travelAppDocumentLoader;
    @Bean
    public VectorStore travelAppVectorStore(EmbeddingModel dashscopeEmbeddingModel) {
        SimpleVectorStore simpleVectorStore = SimpleVectorStore.builder(dashscopeEmbeddingModel)
                .build();
        // 加载文档
        List<Document> documents = travelAppDocumentLoader.loadMarkdowns();
        simpleVectorStore.add(documents);
        return simpleVectorStore;
    }

}
